This skill allows you to fully interact with the Xiaohongshu (Little Red Book) platform. You can search for posts by keyword and return results, extract content from specific notes to structured markdown format, and perform engagement actions like liking, commenting, collecting, following users, and more.
Works with
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionrednote-skillExecute the skills CLI command in your project's root directory to begin installation:
Fetches rednote-skill from mrmao007/rednote-skills and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate rednote-skill. Access via /rednote-skill in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
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Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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This skill allows you to fully interact with the Xiaohongshu (Little Red Book) platform. You can search for posts by keyword and return results, extract content from specific notes to structured markdown format, and perform engagement actions like liking, commenting, collecting, following users, and more.
pip install playwright)playwright install)Before using this skill, the system will verify your login status:
python scripts/validate_cookies.py
If the output is True, you have normal access and can proceed with search operations.
If the output is False or the login button is visible, the system will automatically execute the manual login procedure:
python scripts/manual_login.py
The system will launch the login interface in a browser window. You'll need to follow the instructions in the opened browser to complete the login process manually, then close the browser after completion.
Before using this skill, ensure that:
The skill provides several search and extraction functions:
python scripts/search_note_by_key_word.py <KEYWORD> [--top_n TOP_N]python scripts/dump_note.py <NOTE_URL>The skill provides several interaction functions:
python scripts/like_note.py <NOTE_URL>python scripts/collect_note.py <NOTE_URL>python scripts/comment_note.py <NOTE_URL> <COMMENT_TEXT>python scripts/follow_user.py <NOTE_URL>python scripts/publish_note.py --image-urls <IMG1 [IMG2 ...]> --title <TITLE> --content <CONTENT> --tags <TAG1 [TAG2 ...]>python scripts/validate_cookies.pypython scripts/manual_login.pyThis skill provides the following functions for searching content on and interacting with the Xiaohongshu platform:
search_note_by_key_word.py)Purpose: Searches for Xiaohongshu notes using the provided keyword.
Parameters:
keyword (string): The keyword to search for--top_n (integer, optional): Number of return notes (default is 5)Returns: List of note URLs that match the keyword
Behavior: Launches browser, searches for the keyword on Xiaohongshu, returns matching note URLs.
dump_note.py)Purpose: Extracts specific note content and converts to formatted markdown.
Parameters:
note_url (string): The URL of the note to extract content fromReturns: Structured markdown content including author, title, media, description, tags, and interaction data
Behavior: Launches browser, accesses the note, extracts content and formats to markdown.
like_note.py)Purpose: Likes a specific note on Xiaohongshu using the note URL.
Parameters:
note_url (string): The URL of the note to likeReturns: Success or error message indicating if the like was successful
Behavior: Launches browser, navigates to the note URL, clicks the like button, then closes the browser.
collect_note.py)Purpose: Collects (saves) a specific note to the user's collection.
Parameters:
note_url (string): The URL of the note to collectReturns: Success or error message indicating if the collection was successful
Behavior: Launches browser, navigates to the note URL, clicks the collect button, then closes the browser.
comment_note.py)Purpose: Adds a comment to a specific note on Xiaohongshu.
Parameters:
note_url (string): The URL of the note to comment oncomment_text (string): The text content of the commentReturns: Success or error message indicating if the comment was published
Behavior: Launches browser, navigates to the note URL, fills in the comment text, clicks the send button, then closes the browser.
follow_user.py)Purpose: Follows the user who created a specific note by visiting a note URL.
Parameters:
note_url (string): The URL of a note by the user to followReturns: Success or error message indicating if the follow action was successful
Behavior: Launches browser, navigates to the note URL, clicks the follow button if available, then closes the browser.
validate_cookies.py)Purpose: Checks if the saved authentication tokens are valid and the user is logged in to Xiaohongshu.
Parameters: None
Returns: Boolean value indicating whether login is successful
Behavior: Launches browser, accesses Xiaohongshu homepage with stored credentials, checks for login state.
manual_login.py)Purpose: Assists in creating valid authentication cookies by opening the login interface.
Parameters: None
Returns: Success or error message after cookies are saved
Behavior: Launches browser, navigates to Xiaohongshu, allows user to log in manually, then saves cookies to storage file.
publish_note.py)Purpose: Publishes a new image-text note to the user's Xiaohongshu account with provided content, images, and tags.
Parameters:
--image-urls IMG1 [IMG2 ...]: Paths to one or more image files to upload with the note (required)--title TITLE: The title for the new note (required)--content CONTENT: The main content text for the new note (required)--tags TAG1 [TAG2 ...]: One or more tags to attach to the note (required)Returns: Success or error message indicating if the note was published successfully
Behavior: Launches browser, navigates to the Xiaohongshu publish page, fills in the note title, content, tags and uploads provided images, then clicks the publish button.
# Validate login status
python scripts/validate_cookies.py
# Search for notes about "旅行攻略"
python scripts/search_note_by_key_word.py "旅行攻略" --top_n 3
# Extract content from a specific note
python scripts/dump_note.py "https://www.xiaohongshu.com/explore/some-note-id"
# Like a specific note
python scripts/like_note.py "https://www.xiaohongshu.com/explore/some-note-id"
# Collect a specific note
python scripts/collect_note.py "https://www.xiaohongshu.com/explore/some-note-id"
# Add a comment to a specific note
python scripts/comment_note.py "https://www.xiaohongshu.com/explore/some-note-id" "Beautiful content! Thanks for sharing."
# Follow a user based on one of their posts
python scripts/follow_user.py "https://www.xiaohongshu.com/explore/some-note-by-user-id"
# Publish a new note with images, title, content, and tags
python scripts/publish_note.py \
--image-urls "/path/to/img1.jpg" "/path/to/img2.jpg" \
--title "My New Post" \
--content "Check out this amazing discovery!" \
--tags "travel" "food" "lifestyle"
# 1. Validate login
python scripts/validate_cookies.py
# 2. Search for interesting content
python scripts/search_note_by_key_word.py "美食推荐" --top_n 5
# 3. Extract detailed content from a note
python scripts/dump_note.py "https://www.xiaohongshu.com/explore/note1"
# 4. Like interesting content
python scripts/like_note.py "https://www.xiaohongshu.com/explore/note1"
# 5. Collect useful content
python scripts/collect_note.py "https://www.xiaohongshu.com/explore/note2"
# 6. Engage with community
python scripts/comment_note.py "https://www.xiaohongshu.com/explore/note3" "Awesome tutorial!"
# 7. Follow good content creators
python scripts/follow_user.py "https://www.xiaohongshu.com/explore/note-by-creator"
Validate Login First: Login status will be automatically checked using validate_cookies.py before performing any interactions to ensure smooth operations.
Rate Limiting: To avoid account restrictions, implement appropriate delays between consecutive interactions. Avoid excessive rapid interactions.
Error Handling: Check the return values from the functions to ensure operations were successful before proceeding to the next action.
User Intent: Only engage with content that matches user interest and preferences. The skill should complement user decisions.
Browser State Management: The scripts manage browser opening and closing, so ensure system resources are available for these operations.
Session Management: The skill maintains session state through cookies stored in rednote_cookies.json. Ensure this file is properly secured.
Browser Automation: The skill uses headless browsers for automation. Ensure the system has a compatible browser environment set up.
URL Format: The scripts expect properly formatted Xiaohongshu URLs. Ensure URLs are valid before passing to functions.
Content Appropriateness: Integrate this skill in a way that ensures interactions are appropriate and align with platform terms of service.
rednote_cookies.jsonBefore using the rednote skill, verify:
System Setup:
pip install playwright)playwright install)Xiaohongshu Access:
Security Setup:
❌ 未找到 cookies 文件，请先登录小红书并保存 cookies)Cause: The rednote_cookies.json file doesn't exist or is not in the correct location.
Solution: The system will automatically execute python scripts/manual_login.py to perform manual login and save cookies. The user just needs to complete the login process in the opened browser window.
❌ 未登录小红书，请先登录)Cause: Authentication tokens have expired or are invalid.
Solution: The system will re-verify login status and may execute python scripts/manual_login.py again to refresh tokens. The user just needs to complete the login process in the opened browser window if prompted.
Cause: Network connectivity issues or URL format errors. Solution: Verify URL format is correct, ensure internet connection is stable, and check if Xiaohongshu is accessible.
Cause: Xiaohongshu's UI might have changed or the page hasn't loaded completely. Solution: Retry the operation; if the issue persists, check for interface changes or wait before trying again.
rednote_cookies.json and should be securedMake data-driven prioritization decisions faster
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Prerequisites
Time Estimate
30-60 minutes to see productivity improvements
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
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mattpocock/skills
We added rednote-skill from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
rednote-skill is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
Keeps context tight: rednote-skill is the kind of skill you can hand to a new teammate without a long onboarding doc.
rednote-skill fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
Keeps context tight: rednote-skill is the kind of skill you can hand to a new teammate without a long onboarding doc.
rednote-skill reduced setup friction for our internal harness; good balance of opinion and flexibility.
Solid pick for teams standardizing on skills: rednote-skill is focused, and the summary matches what you get after install.
Useful defaults in rednote-skill — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
I recommend rednote-skill for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
rednote-skill has been reliable in day-to-day use. Documentation quality is above average for community skills.
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